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Janhunen O, Jokelainen O, Peltoniemi R, Nykopp TK, Arponen O. Comparison of different 2D muscle indexes measured at the level of the 3rd lumbar vertebra in survival prediction in patients with renal cell carcinoma. Acta Oncol 2024; 63:330-338. [PMID: 38745483 DOI: 10.2340/1651-226x.2024.27450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 04/11/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Low computed tomography (CT)-determined muscle mass, commonly determined with height-adjusted muscle indexes (MIs), predicts worse survival in several cancers and has been suggested as a prognostic assessment tool. Although several MIs measured at the level of the 3rd lumbar vertebra (L3) are commonly used, it remains unestablished how different L3-determined MIs perform in survival prognostication compared to each other. The objective of this study was to investigate the performance of different MIs for survival prognostication in renal cell carcinoma (RCC). METHODS We retrospectively enrolled 214 consecutive patients with RCC. We determined three L3-MIs (psoas muscle index (PMI), psoas muscle index and erector spinae index (PMI+ESI), and whole skeletal muscle index (SMI)) from preoperative CT scans. Categorization of those with low and normal muscle mass was based on the Youden Index sex-specific MI cut-offs. We determined sensitivity, specificity, and accuracy metrics for predicting 1-year, 5-year, and overall survival (OS) using Cox regression models. RESULTS Low PMI, PMI+ESI, and SMI significantly predicted decreased 1-year, 5-year, and OS in uni- and multivariate models. PMI+ESI and SMI were more accurate than PMI in males, and PMI and PMI+ESI were more accurate than SMI in females in the prediction of 1-year survival. However, there were no differences in accuracies between MIs in 5-year and OS prediction. INTERPRETATION PMI+ESI performed well overall in short-term prognostication, but there were no differences between the MIs in long-term prognostication. We recommend the use of PMI+ESI for muscle evaluation, particularly when SMI cannot be evaluated.
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Affiliation(s)
- Oona Janhunen
- Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Otto Jokelainen
- Clinical Pathology and Forensic Medicine, Institute of Clinical Medicine, School of Medicine, University of Eastern Finland, Kuopio, Finland; Department of Clinical Pathology, Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland
| | - Robin Peltoniemi
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Department of Radiology, Tampere University Hospital, Tampere, Finland
| | - Timo K Nykopp
- Surgery, Institute of Clinical Medicine, School of Medicine, University of Eastern Finland, Kuopio, Finland; Department of Urology, Division of Surgery, Kuopio University Hospital, Kuopio, Finland
| | - Otso Arponen
- Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland and Department of Oncology, Tays Cancer Centre, Tampere University Hospital, Tampere, Finland.
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Furberg H, Bradshaw PT, Knezevic A, Olsson L, Petruzella S, Stein E, Paris M, Scott J, Akin O, Hakimi AA, Russo P, Sanchez A, Caan B, Mourtzakis M. Skeletal muscle and visceral adipose radiodensities are pre-surgical, non-invasive markers of aggressive kidney cancer. J Cachexia Sarcopenia Muscle 2024; 15:726-734. [PMID: 38263932 PMCID: PMC10995262 DOI: 10.1002/jcsm.13429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 11/15/2023] [Accepted: 12/18/2023] [Indexed: 01/25/2024] Open
Abstract
INTRODUCTION Most studies on body composition in kidney cancer have been conducted among patients with metastatic disease. Given that aggressive tumours can adversely impact body composition and even non-metastatic tumours can be aggressive, we evaluated associations between pre-surgical body composition features and tumour pathological features in patients with non-metastatic clear cell renal cell cancer (ccRCC). METHODS The Resolve Cohort consists of 1239 patients with non-metastatic ccRCC who underwent nephrectomy at Memorial Sloan Kettering Cancer Center between 2000 and 2020. The cross-sectional areas and radiodensities of skeletal muscle, visceral adipose, and subcutaneous adipose tissues were determined from pre-surgical computed tomography (CT) scans at the third lumbar vertebrae using Automatica software. Pearson's correlation coefficients describe inter-relationships among BMI and body composition variables, while odds ratios (OR) and 95% confidence intervals (CI) estimate associations between continuous body composition features (per 1-standard deviation) and advanced stage (Stage III vs. Stages I-II) and high Fuhrman grade (Grades 3-4 vs. 1-2) from multivariable logistic regression models that considered the potential impact of biological sex, contrast enhanced CTs, and early age at onset of ccRCC. RESULTS The cohort was predominantly male (69%), white (89%), and had a median age of 58. The proportion of patients presenting with advanced stage and high-grade disease were 31% and 51%, respectively. In models that adjusted for demographics and all body composition variables simultaneously, decreasing skeletal muscle radiodensity (i.e., more fat infiltration) but increasing visceral adipose tissue radiodensity (i.e., more lipid depletion) were associated with advanced tumour features. Per 8.4 HU decrease in skeletal muscle radiodensity, the odds of presenting with advanced stage was 1.61 (95% CI: 1.34-1.93). Per 7.22 HU increase in visceral adipose tissue radiodensity, the odds of presenting with advanced stage was 1.45 (95% CI: 1.22-1.74). Skeletal muscle index (i.e., sarcopenia) was not associated with either tumour feature. Similar associations were observed for Fuhrman grade, a more direct marker of tumour aggressiveness. Associations did not differ by sex, contrast use, or age at onset of ccRCC. CONCLUSIONS Lipid infiltrated skeletal muscle, but lipid depleted visceral adipose tissue were independently associated with advanced tumour features in non-metastatic ccRCC. Findings highlight the importance of evaluating the full range of body composition features simultaneously in multivariable models. Interpreting pre-surgical CTs for body composition for patients may be a novel and non-invasive way to identify patients with aggressive renal tumours, which is clinically relevant as renal biopsies are not routinely performed.
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Affiliation(s)
- Helena Furberg
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Patrick T. Bradshaw
- Division of Epidemiology, School of Public HealthUniversity of California BerkeleyBerkeleyCAUSA
| | - Andrea Knezevic
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Linnea Olsson
- Department of EpidemiologyUniversity of North CarolinaChapel HillNCUSA
| | - Stacey Petruzella
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Emily Stein
- Department of Epidemiology and BiostatisticsMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Mike Paris
- Department of KinesiologyUniversity of WaterlooWaterlooCanada
| | - Jessica Scott
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Oguz Akin
- Department of RadiologyMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - A. Ari Hakimi
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | - Paul Russo
- Department of MedicineMemorial Sloan Kettering Cancer CenterNew YorkNYUSA
| | | | - Bette Caan
- Department of EpidemiologyKaiser PermanenteOaklandCAUSA
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Makino T, Izumi K, Iwamoto H, Kadomoto S, Mizokami A. Combination of Sarcopenia and Hypoalbuminemia Is a Poor Prognostic Factor in Surgically Treated Nonmetastatic Renal Cell Carcinoma. Biomedicines 2023; 11:1604. [PMID: 37371699 DOI: 10.3390/biomedicines11061604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/20/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
PURPOSE The purpose of this study is to observe how preoperative sarcopenia and hypoalbuminemia affect the oncological outcome of nonmetastatic renal cell carcinoma (RCC) after partial or radical nephrectomy. METHODS This study retrospectively analyzes 288 Japanese patients with nonmetastatic RCC who underwent radical treatment at Kanazawa University Hospital between October 2007 and December 2018. Relationships between sarcopenia as indicated by the psoas muscle mass index and hypoalbuminemia (albumin ≤ 3.5 g/dL) with overall survival (OS) and metastasis-free survival (MFS) were determined. RESULTS The study found that 110 (38.2%) of the 288 patients were sarcopenic and 29 (10.1%) had hypoalbuminemia. The combination of sarcopenia and hypoalbuminemia was associated with a shorter OS and MFS (p for trend = 0.0007 and <0.0001, respectively), according to Kaplan-Meier curves. The concurrent presence of sarcopenia and hypoalbuminemia were found to be significant and independent predictors of poor MFS (hazard ratio (HR), 2.96; 95% confidence interval (95% CI), 1.05-8.39; p = 0.041) and poor OS (HR, 6.87; 95% CI, 1.75-26.94; p = 0.006), respectively. CONCLUSIONS In Japanese patients with surgically treated nonmetastatic RCC, combined preoperative sarcopenia and hypoalbuminemia was a significant predictor of poor survival.
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Affiliation(s)
- Tomoyuki Makino
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Kouji Izumi
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Hiroaki Iwamoto
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Suguru Kadomoto
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
| | - Atsushi Mizokami
- Department of Integrative Cancer Therapy and Urology, Kanazawa University Graduate School of Medical Science, 13-1 Takara-Machi, Kanazawa 920-8640, Japan
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Schmeusser BN, Midenberg E, Palacios AR, Ali AA, Patil DH, Higgins M, Nabavizadeh R, Croll B, Williams M, Sheehy J, Zheng B, Narayan VM, Joshi SS, Ogan K, Psutka SP, Bilen MA, Master VA. Low Skeletal Muscle as a Risk Factor for Worse Survival in Nonmetastatic Renal Cell Carcinoma with Venous Tumor Thrombus. Clin Genitourin Cancer 2023:S1558-7673(23)00092-7. [PMID: 37210313 DOI: 10.1016/j.clgc.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/11/2023] [Accepted: 04/13/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND Renal cell carcinoma (RCC) with tumor thrombosis often requires nephrectomy and tumor thrombectomy. As an extensive and potentially morbid operation, patient preoperative functional reserve and body composition is an important consideration. Sarcopenia is a risk factor for increased postoperative complications, systemic therapy toxicity, and death solid organ tumors, including RCC. The influence of sarcopenia in RCC patients with tumor thrombus is not well defined. This study evaluates the prognostic ability of sarcopenia regarding surgical outcomes and complications in patients undergoing surgery for RCC with tumor thrombus. METHODS We retrospectively analyzed patients with nonmetastatic RCC and tumor thrombus undergoing radical nephrectomy and tumor thrombectomy. Skeletal muscle index (SMI; cm2/m2) was measured on preoperative CT/MRI. Sarcopenia was defined using body mass index- and sex-stratified thresholds optimally fit via a receiver-operating characteristic analysis for survival. Associations between preoperative sarcopenia and overall (OS), cancer-specific survival (CSS), and 90-day major complications were determined using multivariable analysis. RESULTS 115 patients were analyzed, with median (IQR) age and body mass index of 69 (56-72) and 28.6 kg/m2 (23.6-32.9), respectively. 96 (83.4%) of the cohort had ccRCC. Sarcopenia was associated with shorter median OS (P = .0017) and CSS (P = .0019) in Kaplan-Meier analysis. In multivariable analysis, preoperative sarcopenia was prognostic of shorter OS (HR = 3.38, 95% confidence interval [CI] 1.61-7.09) and CSS (HR = 5.15, 95% CI 1.46-18.18). Notably, 1 unit increases in SMI were associated with improved OS (HR = 0.97, 95% CI 0.94-0.999) but not CSS (HR = 0.95, 95% CI 0.90-1.01). No significant relationship between preoperative sarcopenia and 90-day major surgical complications was observed in this cohort (HR = 2.04, 95% CI 0.65-6.42). CONCLUSION Preoperative sarcopenia was associated with decreased OS and CSS in patients surgically managed for nonmetastatic RCC and VTT, however, was not predictive of 90-day major postoperative complications. Body composition analysis has prognostic utility for patients with nonmetastatic RCC and venous tumor thrombus undergoing surgery.
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Affiliation(s)
| | - Eric Midenberg
- Department of Urology, University of Louisville School of Medicine, Louisville, KY
| | - Arnold R Palacios
- Department of Urology, Creighton University School of Medicine, Omaha, NE
| | - Adil A Ali
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | | | - Michelle Higgins
- Department of Urology, Emory University School of Medicine, Atlanta, GA; The James Buchanan Brady Urological Institute and Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Benjamin Croll
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Milton Williams
- Department of Urology, University of Alabama at Birmingham, Birmingham, AL
| | - John Sheehy
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Bill Zheng
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Vikram M Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Shreyas S Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, GA
| | - Sarah P Psutka
- Department of Urology, University of Washington, Seattle, WA; Fred Hutchinson Cancer Center, Seattle, WA
| | - Mehmet A Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, Georgia
| | - Viraj A Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA.
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Schmeusser BN, Midenberg E, Palacios AR, Vettikattu N, Patil DH, Medline A, Higgins M, Armas-Phan M, Nabavizadeh R, Joshi SS, Narayan VM, Psutka SP, Ogan K, Bilen MA, Master VA. Clinic friendly estimation of muscle composition: Preoperative linear segmentation shows overall survival correlated with muscle mass in patients with nonmetastatic renal cell carcinoma. Front Oncol 2022; 12:1068357. [PMID: 36505878 PMCID: PMC9732562 DOI: 10.3389/fonc.2022.1068357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Accepted: 11/04/2022] [Indexed: 11/26/2022] Open
Abstract
Purpose Sarcopenia is associated with decreased survival and increased complications in patients with renal cell carcinoma. Readily identifying patients with low muscle composition that may experience worse outcomes or would benefit from preoperative intervention is of clinical interest. Traditional body composition analysis methods are resource intensive; therefore, linear segmentation with routine imaging has been proposed as a clinically practical alternative. This study assesses linear segmentation's prognostic utility in nonmetastatic renal cell carcinoma. Materials and Methods A single institution retrospective analysis of patients that underwent nephrectomy for nonmetastatic renal cell carcinoma from 2005-2021 was conducted. Linear segmentation of the bilateral psoas/paraspinal muscles was completed on preoperative imaging. Total muscle area and total muscle index associations with overall survival were determined by multivariable analysis. Results 532 (388 clear cell) patients were analyzed, with median (IQR) total muscle index of 28.6cm2/m2 (25.8-32.5) for women and 33.3cm2/m2 (29.1-36.9) for men. Low total muscle index was associated with decreased survival (HR=1.96, 95% CI 1.32-2.90, p<0.001). Graded increases in total muscle index were associated with better survival (HR=0.95, 95% CI 0.92-0.99, p=0.006). Conclusions Linear segmentation, a clinically feasible technique to assess muscle composition, has prognostic utility in patients with localized renal cell carcinoma, allowing for incorporation of muscle composition analysis into clinical decision-making. Muscle mass determined by linear segmentation was associated with overall survival in patients with nonmetastatic renal cell carcinoma.
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Affiliation(s)
- Benjamin N. Schmeusser
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,*Correspondence: Viraj A. Master, ; Benjamin N. Schmeusser,
| | - Eric Midenberg
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, University of Louisville, Louisville, KY, United States
| | - Arnold R. Palacios
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, Creighton University, Omaha, NE, United States
| | - Nikhil Vettikattu
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Dattatraya H. Patil
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Alexandra Medline
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Internal Medicine, Beth Israel Deaconess Medical Center, Boston, MA, United States
| | - Michelle Higgins
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Brady Urological Institute, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Manuel Armas-Phan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Reza Nabavizadeh
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,Department of Urology, Mayo Clinic, Rochester MN, United States
| | - Shreyas S. Joshi
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Vikram M. Narayan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Sarah P. Psutka
- Department of Urology, University of Washington, Seattle, WA, United States,Fred Hutchinson Cancer Center, University of Washington, Seattle, WA, United States
| | - Kenneth Ogan
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States
| | - Mehmet A. Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Viraj A. Master
- Department of Urology, Emory University School of Medicine, Atlanta, GA, United States,*Correspondence: Viraj A. Master, ; Benjamin N. Schmeusser,
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